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Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission
As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing/sequencing capacity, which can a...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996633/ https://www.ncbi.nlm.nih.gov/pubmed/35411350 http://dx.doi.org/10.1101/2021.12.21.21268143 |
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author | Karthikeyan, Smruthi Levy, Joshua I De Hoff, Peter Humphrey, Greg Birmingham, Amanda Jepsen, Kristen Farmer, Sawyer Tubb, Helena M. Valles, Tommy Tribelhorn, Caitlin E Tsai, Rebecca Aigner, Stefan Sathe, Shashank Moshiri, Niema Henson, Benjamin Mark, Adam M. Hakim, Abbas Baer, Nathan A Barber, Tom Belda-Ferre, Pedro Chacón, Marisol Cheung, Willi Cresini, Evelyn S Eisner, Emily R Lastrella, Alma L Lawrence, Elijah S Marotz, Clarisse A Ngo, Toan T Ostrander, Tyler Plascencia, Ashley Salido, Rodolfo A Seaver, Phoebe Smoot, Elizabeth W McDonald, Daniel Neuhard, Robert M Scioscia, Angela L Satterlund, Alysson M. Simmons, Elizabeth H Abelman, Dismas B. Brenner, David Bruner, Judith C. Buckley, Anne Ellison, Michael Gattas, Jeffrey Gonias, Steven L. Hale, Matt Hawkins, Faith Ikeda, Lydia Jhaveri, Hemlata Johnson, Ted Kellen, Vince Kremer, Brendan Matthews, Gary McLawhon, Ronald W. Ouillet, Pierre Park, Daniel Pradenas, Allorah Reed, Sharon Riggs, Lindsay Sanders, Alison Sollenberger, Bradley Song, Angela White, Benjamin Winbush, Terri Aceves, Christine M Anderson, Catelyn Gangavarapu, Karthik Hufbauer, Emory Kurzban, Ezra Lee, Justin Matteson, Nathaniel L Parker, Edyth Perkins, Sarah A Ramesh, Karthik S Robles-Sikisaka, Refugio Schwab, Madison A Spencer, Emily Wohl, Shirlee Nicholson, Laura Mchardy, Ian H Dimmock, David P Hobbs, Charlotte A Bakhtar, Omid Harding, Aaron Mendoza, Art Bolze, Alexandre Becker, David Cirulli, Elizabeth T Isaksson, Magnus Barrett, Kelly M Schiabor Washington, Nicole L Malone, John D Schafer, Ashleigh Murphy Gurfield, Nikos Stous, Sarah Fielding-Miller, Rebecca Garfein, Richard S. Gaines, Tommi Anderson, Cheryl Martin, Natasha K. Schooley, Robert Austin, Brett MacCannell, Duncan R. Kingsmore, Stephen F Lee, William Shah, Seema McDonald, Eric Yu, Alexander T. Zeller, Mark Fisch, Kathleen M Longhurst, Christopher Maysent, Patty Pride, David Khosla, Pradeep K. Laurent, Louise C. Yeo, Gene W Andersen, Kristian G Knight, Rob |
author_facet | Karthikeyan, Smruthi Levy, Joshua I De Hoff, Peter Humphrey, Greg Birmingham, Amanda Jepsen, Kristen Farmer, Sawyer Tubb, Helena M. Valles, Tommy Tribelhorn, Caitlin E Tsai, Rebecca Aigner, Stefan Sathe, Shashank Moshiri, Niema Henson, Benjamin Mark, Adam M. Hakim, Abbas Baer, Nathan A Barber, Tom Belda-Ferre, Pedro Chacón, Marisol Cheung, Willi Cresini, Evelyn S Eisner, Emily R Lastrella, Alma L Lawrence, Elijah S Marotz, Clarisse A Ngo, Toan T Ostrander, Tyler Plascencia, Ashley Salido, Rodolfo A Seaver, Phoebe Smoot, Elizabeth W McDonald, Daniel Neuhard, Robert M Scioscia, Angela L Satterlund, Alysson M. Simmons, Elizabeth H Abelman, Dismas B. Brenner, David Bruner, Judith C. Buckley, Anne Ellison, Michael Gattas, Jeffrey Gonias, Steven L. Hale, Matt Hawkins, Faith Ikeda, Lydia Jhaveri, Hemlata Johnson, Ted Kellen, Vince Kremer, Brendan Matthews, Gary McLawhon, Ronald W. Ouillet, Pierre Park, Daniel Pradenas, Allorah Reed, Sharon Riggs, Lindsay Sanders, Alison Sollenberger, Bradley Song, Angela White, Benjamin Winbush, Terri Aceves, Christine M Anderson, Catelyn Gangavarapu, Karthik Hufbauer, Emory Kurzban, Ezra Lee, Justin Matteson, Nathaniel L Parker, Edyth Perkins, Sarah A Ramesh, Karthik S Robles-Sikisaka, Refugio Schwab, Madison A Spencer, Emily Wohl, Shirlee Nicholson, Laura Mchardy, Ian H Dimmock, David P Hobbs, Charlotte A Bakhtar, Omid Harding, Aaron Mendoza, Art Bolze, Alexandre Becker, David Cirulli, Elizabeth T Isaksson, Magnus Barrett, Kelly M Schiabor Washington, Nicole L Malone, John D Schafer, Ashleigh Murphy Gurfield, Nikos Stous, Sarah Fielding-Miller, Rebecca Garfein, Richard S. Gaines, Tommi Anderson, Cheryl Martin, Natasha K. Schooley, Robert Austin, Brett MacCannell, Duncan R. Kingsmore, Stephen F Lee, William Shah, Seema McDonald, Eric Yu, Alexander T. Zeller, Mark Fisch, Kathleen M Longhurst, Christopher Maysent, Patty Pride, David Khosla, Pradeep K. Laurent, Louise C. Yeo, Gene W Andersen, Kristian G Knight, Rob |
author_sort | Karthikeyan, Smruthi |
collection | PubMed |
description | As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing/sequencing capacity, which can also introduce biases. SARS-CoV-2 RNA concentration in wastewater successfully tracks regional infection dynamics and provides less biased abundance estimates than clinical testing. Tracking virus genomic sequences in wastewater would improve community prevalence estimates and detect emerging variants. However, two factors limit wastewater-based genomic surveillance: low-quality sequence data and inability to estimate relative lineage abundance in mixed samples. Here, we resolve these critical issues to perform a high-resolution, 295-day wastewater and clinical sequencing effort, in the controlled environment of a large university campus and the broader context of the surrounding county. We develop and deploy improved virus concentration protocols and deconvolution software that fully resolve multiple virus strains from wastewater. We detect emerging variants of concern up to 14 days earlier in wastewater samples, and identify multiple instances of virus spread not captured by clinical genomic surveillance. Our study provides a scalable solution for wastewater genomic surveillance that allows early detection of SARS-CoV-2 variants and identification of cryptic transmission. |
format | Online Article Text |
id | pubmed-8996633 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-89966332022-04-12 Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission Karthikeyan, Smruthi Levy, Joshua I De Hoff, Peter Humphrey, Greg Birmingham, Amanda Jepsen, Kristen Farmer, Sawyer Tubb, Helena M. Valles, Tommy Tribelhorn, Caitlin E Tsai, Rebecca Aigner, Stefan Sathe, Shashank Moshiri, Niema Henson, Benjamin Mark, Adam M. Hakim, Abbas Baer, Nathan A Barber, Tom Belda-Ferre, Pedro Chacón, Marisol Cheung, Willi Cresini, Evelyn S Eisner, Emily R Lastrella, Alma L Lawrence, Elijah S Marotz, Clarisse A Ngo, Toan T Ostrander, Tyler Plascencia, Ashley Salido, Rodolfo A Seaver, Phoebe Smoot, Elizabeth W McDonald, Daniel Neuhard, Robert M Scioscia, Angela L Satterlund, Alysson M. Simmons, Elizabeth H Abelman, Dismas B. Brenner, David Bruner, Judith C. Buckley, Anne Ellison, Michael Gattas, Jeffrey Gonias, Steven L. Hale, Matt Hawkins, Faith Ikeda, Lydia Jhaveri, Hemlata Johnson, Ted Kellen, Vince Kremer, Brendan Matthews, Gary McLawhon, Ronald W. Ouillet, Pierre Park, Daniel Pradenas, Allorah Reed, Sharon Riggs, Lindsay Sanders, Alison Sollenberger, Bradley Song, Angela White, Benjamin Winbush, Terri Aceves, Christine M Anderson, Catelyn Gangavarapu, Karthik Hufbauer, Emory Kurzban, Ezra Lee, Justin Matteson, Nathaniel L Parker, Edyth Perkins, Sarah A Ramesh, Karthik S Robles-Sikisaka, Refugio Schwab, Madison A Spencer, Emily Wohl, Shirlee Nicholson, Laura Mchardy, Ian H Dimmock, David P Hobbs, Charlotte A Bakhtar, Omid Harding, Aaron Mendoza, Art Bolze, Alexandre Becker, David Cirulli, Elizabeth T Isaksson, Magnus Barrett, Kelly M Schiabor Washington, Nicole L Malone, John D Schafer, Ashleigh Murphy Gurfield, Nikos Stous, Sarah Fielding-Miller, Rebecca Garfein, Richard S. Gaines, Tommi Anderson, Cheryl Martin, Natasha K. Schooley, Robert Austin, Brett MacCannell, Duncan R. Kingsmore, Stephen F Lee, William Shah, Seema McDonald, Eric Yu, Alexander T. Zeller, Mark Fisch, Kathleen M Longhurst, Christopher Maysent, Patty Pride, David Khosla, Pradeep K. Laurent, Louise C. Yeo, Gene W Andersen, Kristian G Knight, Rob medRxiv Article As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing/sequencing capacity, which can also introduce biases. SARS-CoV-2 RNA concentration in wastewater successfully tracks regional infection dynamics and provides less biased abundance estimates than clinical testing. Tracking virus genomic sequences in wastewater would improve community prevalence estimates and detect emerging variants. However, two factors limit wastewater-based genomic surveillance: low-quality sequence data and inability to estimate relative lineage abundance in mixed samples. Here, we resolve these critical issues to perform a high-resolution, 295-day wastewater and clinical sequencing effort, in the controlled environment of a large university campus and the broader context of the surrounding county. We develop and deploy improved virus concentration protocols and deconvolution software that fully resolve multiple virus strains from wastewater. We detect emerging variants of concern up to 14 days earlier in wastewater samples, and identify multiple instances of virus spread not captured by clinical genomic surveillance. Our study provides a scalable solution for wastewater genomic surveillance that allows early detection of SARS-CoV-2 variants and identification of cryptic transmission. Cold Spring Harbor Laboratory 2022-04-04 /pmc/articles/PMC8996633/ /pubmed/35411350 http://dx.doi.org/10.1101/2021.12.21.21268143 Text en https://creativecommons.org/licenses/by-nd/4.0/This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, and only so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Karthikeyan, Smruthi Levy, Joshua I De Hoff, Peter Humphrey, Greg Birmingham, Amanda Jepsen, Kristen Farmer, Sawyer Tubb, Helena M. Valles, Tommy Tribelhorn, Caitlin E Tsai, Rebecca Aigner, Stefan Sathe, Shashank Moshiri, Niema Henson, Benjamin Mark, Adam M. Hakim, Abbas Baer, Nathan A Barber, Tom Belda-Ferre, Pedro Chacón, Marisol Cheung, Willi Cresini, Evelyn S Eisner, Emily R Lastrella, Alma L Lawrence, Elijah S Marotz, Clarisse A Ngo, Toan T Ostrander, Tyler Plascencia, Ashley Salido, Rodolfo A Seaver, Phoebe Smoot, Elizabeth W McDonald, Daniel Neuhard, Robert M Scioscia, Angela L Satterlund, Alysson M. Simmons, Elizabeth H Abelman, Dismas B. Brenner, David Bruner, Judith C. Buckley, Anne Ellison, Michael Gattas, Jeffrey Gonias, Steven L. Hale, Matt Hawkins, Faith Ikeda, Lydia Jhaveri, Hemlata Johnson, Ted Kellen, Vince Kremer, Brendan Matthews, Gary McLawhon, Ronald W. Ouillet, Pierre Park, Daniel Pradenas, Allorah Reed, Sharon Riggs, Lindsay Sanders, Alison Sollenberger, Bradley Song, Angela White, Benjamin Winbush, Terri Aceves, Christine M Anderson, Catelyn Gangavarapu, Karthik Hufbauer, Emory Kurzban, Ezra Lee, Justin Matteson, Nathaniel L Parker, Edyth Perkins, Sarah A Ramesh, Karthik S Robles-Sikisaka, Refugio Schwab, Madison A Spencer, Emily Wohl, Shirlee Nicholson, Laura Mchardy, Ian H Dimmock, David P Hobbs, Charlotte A Bakhtar, Omid Harding, Aaron Mendoza, Art Bolze, Alexandre Becker, David Cirulli, Elizabeth T Isaksson, Magnus Barrett, Kelly M Schiabor Washington, Nicole L Malone, John D Schafer, Ashleigh Murphy Gurfield, Nikos Stous, Sarah Fielding-Miller, Rebecca Garfein, Richard S. Gaines, Tommi Anderson, Cheryl Martin, Natasha K. Schooley, Robert Austin, Brett MacCannell, Duncan R. Kingsmore, Stephen F Lee, William Shah, Seema McDonald, Eric Yu, Alexander T. Zeller, Mark Fisch, Kathleen M Longhurst, Christopher Maysent, Patty Pride, David Khosla, Pradeep K. Laurent, Louise C. Yeo, Gene W Andersen, Kristian G Knight, Rob Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission |
title | Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission |
title_full | Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission |
title_fullStr | Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission |
title_full_unstemmed | Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission |
title_short | Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission |
title_sort | wastewater sequencing uncovers early, cryptic sars-cov-2 variant transmission |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996633/ https://www.ncbi.nlm.nih.gov/pubmed/35411350 http://dx.doi.org/10.1101/2021.12.21.21268143 |
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